Automated measurement of local white matter lesion volume

被引:11
作者
van der Lijn, Fedde [1 ,2 ]
Verhaaren, Benjamin F. J. [2 ,3 ]
Ikram, M. Arfan [2 ,3 ]
Klein, Stefan [1 ,2 ]
de Bruijne, Marleen [1 ,2 ,4 ]
Vrooman, Henri A. [1 ,2 ]
Vernooij, Meike W. [2 ,3 ]
Hammers, Alexander [5 ,6 ]
Rueckert, Daniel [7 ]
van der Lugt, Aad [2 ]
Breteler, Monique M. B. [3 ,8 ]
Niessen, Wiro J. [1 ,2 ,9 ]
机构
[1] Erasmus MC, Dept Med Informat, NL-3000 CA Rotterdam, Netherlands
[2] Erasmus MC, Dept Radiol, NL-3000 CA Rotterdam, Netherlands
[3] Erasmus MC, Dept Epidemiol, NL-3000 CA Rotterdam, Netherlands
[4] Univ Copenhagen, Dept Comp Sci, DK-1168 Copenhagen, Denmark
[5] Neurodis Fdn, Lyon, France
[6] Univ London Imperial Coll Sci Technol & Med, Fac Med, MRC Clin Sci Ctr, London, England
[7] Univ London Imperial Coll Sci Technol & Med, Dept Comp, Visual Informat Proc Grp, London, England
[8] German Ctr Neurodegenerat Dis DZNE, Bonn, Germany
[9] Delft Univ Technol, Fac Sci Appl, Dept Imaging Sci & Technol, NL-2600 AA Delft, Netherlands
关键词
MRI; Cerebrovascular disorders; White matter lesions; Location; Periventricular; Subcortical; ROTTERDAM SCAN; BRAIN MRI; SIGNAL HYPERINTENSITIES; ELDERLY INDIVIDUALS; MULTIPLE-SCLEROSIS; PERMUTATION TESTS; BLOOD-PRESSURE; SEGMENTATION; CLASSIFICATION; DEMENTIA;
D O I
10.1016/j.neuroimage.2011.11.021
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
It has been hypothesized that white matter lesions at different locations may have different etiology and clinical consequences. Several approaches for the quantification of local white matter lesion load have been proposed in the literature, most of which rely on a distinction between lesions in a periventricular region close to the ventricles and a subcortical zone further away. In this work we present a novel automated method for local white matter lesion volume quantification in magnetic resonance images. The method segments and measures the white matter lesion volume in 43 regions defined by orientation and distance to the ventricles, which allows a more spatially detailed study of lesion load. The potential of the method was demonstrated by analyzing the effect of blood pressure on the regional white matter lesion volume in 490 elderly subjects taken from a longitudinal population study. The method was also compared to two commonly used techniques to assess the periventricular and subcortical lesion load. The main finding was that high blood pressure was primarily associated with lesion load in the vascular watershed area that forms the border between the periventricular and subcortical regions. It explains the associations found for both the periventricular and subcortical load computed for the same data, and that were reported in the literature. But the proposed method can localize the region of association with greater precision than techniques that distinguish between periventricular and subcortical lesions only. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:3901 / 3908
页数:8
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